{"id":"W2059488368","doi":"10.1016/j.jtcvs.2004.09.032","title":"Aortic and mitral valve replacement with reconstruction of the intervalvular fibrous body: An analysis of clinical outcomes","year":2004,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgery; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002822264,0.0001238687,0.001439026,0.0002677435,0.00003829533,0.00001273344,0.00004656682,0.00005820249,0.000007836777],"category_scores_gemma":[0.0002584789,0.00007147404,0.004089263,0.0002795229,0.0001741704,0.0001328244,0.00003854202,0.0001731796,7.265589e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003333942,"about_ca_system_score_gemma":0.00008962158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009023195,"about_ca_topic_score_gemma":0.00000772418,"domain_scores_codex":[0.998067,0.000294486,0.00084988,0.0001755292,0.0004957808,0.0001173814],"domain_scores_gemma":[0.9985472,0.0001524517,0.000562201,0.0003754733,0.0002620161,0.0001006563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027295,0.0001444708,0.9007107,0.000118198,0.03828261,0.00003072538,0.00008116358,0.0006106639,0.000008655311,0.00001975913,0.00002110129,0.05976922],"study_design_scores_gemma":[0.0006703345,0.0004086944,0.9761525,0.0003818884,0.02091962,0.0003347762,0.0004065923,0.0000258058,0.0004401417,0.00003922708,0.0001454247,0.00007492915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936806,0.00321543,0.002515696,0.00007467435,0.000297171,0.0001536195,0.000003432368,0.000003580403,0.0000557997],"genre_scores_gemma":[0.9971613,0.002161338,0.0005185396,0.00006610631,0.00007546713,0.000002865928,0.000001556212,0.000009508371,0.000003367231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07544186,"threshold_uncertainty_score":0.4124131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616328643658511,"score_gpt":0.331710933034359,"score_spread":0.3055476465977739,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}